Regularised nonnegative shared subspace learning

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Regularised nonnegative shared subspace learning

Joint modeling of related data sources has the potential to improve various data mining tasks such as transfer learning, multitask clustering, information retrieval etc. However, diversity among various data sources might outweigh the advantages of the joint modeling, and thus may result in performa...

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Bibliographic Details
Main Authors:	Gupta, Sunil, Phung, Dinh, Adams, Brett, Venkatesh, Svetha
Format:	Journal Article
Published:	Springer 2011
Subjects:	Nonnegative shared subspace learning Auxiliary sources Transfer learning Multi-task clustering
Online Access:	http://hdl.handle.net/20.500.11937/6219

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